Is this nice?
import pandas as pd
import cufflinks as cf
import numpy as np
import yfinance as yf
from IPython.core.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
display(HTML("<style>div.output_subarea { max-width: calc(100%); !important; }</style>"))
cf.set_config_file(theme='pearl', world_readable=False)
cf.go_offline()
single_stock = yf.download('msft', start="2020-05-27", end="2021-05-27")
single_stock.head()
/var/folders/9r/hwvj_jt14jl_psw6_g6rw5bw0000gn/T/ipykernel_29410/832290114.py:6: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display
[*********************100%***********************] 1 of 1 completed
| Open | High | Low | Close | Adj Close | Volume | |
|---|---|---|---|---|---|---|
| Date | ||||||
| 2020-05-27 | 180.199997 | 181.990005 | 176.600006 | 181.809998 | 178.608063 | 39517100 |
| 2020-05-28 | 180.740005 | 184.149994 | 180.380005 | 181.399994 | 178.205261 | 33810200 |
| 2020-05-29 | 182.729996 | 184.270004 | 180.410004 | 183.250000 | 180.022705 | 42130400 |
| 2020-06-01 | 182.539993 | 183.000000 | 181.460007 | 182.830002 | 179.610123 | 22622400 |
| 2020-06-02 | 184.250000 | 185.000000 | 181.350006 | 184.910004 | 181.653473 | 30794600 |
single_stock['Adj Close'].iplot(title='MSFT Adjusted Close', colors=['red'])
This is an example of an article writen on jupyter notebooks
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot
from plotly.graph_objs import Scatter, Figure, Layout
import plotly
import plotly.graph_objs as go
init_notebook_mode(connected=False)
import json
import numpy as np
import pandas as pd
N = 1000
random_x = np.random.randn(N)
random_y = np.random.randn(N)
# Create a trace
trace = go.Scatter(
x = random_x,
y = random_y,
mode = 'markers'
)
data = [trace]
layout = go.Layout(
autosize=False,
width=500,
height=500,
margin=go.Margin(
l=20,
r=50,
b=100,
t=100,
pad=4
)
)
fig = go.Figure(data=data, layout=layout)
# Plot and embed in ipython notebook!
iplot(fig,show_link=False)
plotly.offline.plot(data, filename='basic-line', include_plotlyjs=False, output_type='div')
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/plotly/graph_objs/_deprecations.py:405: DeprecationWarning: plotly.graph_objs.Margin is deprecated. Please replace it with one of the following more specific types - plotly.graph_objs.layout.Margin
'<div> <div id="fe0fe34a-8cba-4437-a6b2-d79a66d2a0d6" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script type="text/javascript"> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("fe0fe34a-8cba-4437-a6b2-d79a66d2a0d6")) { Plotly.newPlot( "fe0fe34a-8cba-4437-a6b2-d79a66d2a0d6", 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# matplotlib graph
import matplotlib.pyplot as plt
# change graph size
plt.figure(figsize=(20,10))
plt.plot(random_x, random_y)
plt.show()